Difference between revisions of "Random Matrices"
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| + | '''To edit this page:''' you need a wiki account. Contact [mailto:aram@cs.washington.edu Aram] or [mailto:punya@cs.washington.edu Punya] for this. | ||
| + | |||
| + | ===References=== | ||
| + | * Terry Tao. [http://terrytao.wordpress.com/books/topics-in-random-matrix-theory/ Topics in random matrix theory] | ||
| + | * '''Concentration of measure''' | ||
| + | ** Michel Talagrand. Concentration of measure and isoperimetric inequalities in product spaces, Publ. Math. I.H.E.S. 81, 1995, 73-203. [http://arxiv.org/abs/math/9406212 arXiv:math/9406212] | ||
| + | ** Michel Ledoux. [http://www.amazon.com/Concentration-Measure-Phenomenon-Michel-Ledoux/dp/0821828649 The Concentration of Measure Phenomenon], AMS 2001. | ||
| + | ** The [http://en.wikipedia.org/wiki/Concentration_of_measure wikipedia entry]. | ||
| + | * '''Free probability''' | ||
| + | ** Alexandru Nica, Roland Speicher: [http://books.google.com/books?id=zsw_-E-QrOkC&lpg=PP1&ots=vUVLVD-n-Y&dq=lectures%20on%20the%20Combinatorics%20of%20Free%20Probability&pg=PP1#v=onepage&q&f=false Lectures on the Combinatorics of Free Probability]. Cambridge University Press, 2006 | ||
| + | ** Roland Speicher. [http://www.mast.queensu.ca/~speicher/papers/lectures-IHP.pdf Combinatorics of free probability lecture notes], IHP, 1999. | ||
| + | * '''Applications''' | ||
| + | ** ''The planted clique problem'': S. Brubaker and S. Vempala. Random tensors and planted cliques, [http://arxiv.org/abs/0905.2381 arXiv:0905.2381]. | ||
Revision as of 04:55, 1 April 2011
Spring 2011, Thursdays 10:30-12 in Room CSE 128
| §1.* | Preparatory material | Self-study |
| §2.1 | Concentration of measure | Punya (starts April 7) |
| §2.2 | Central limit theorem | Lukas |
| §2.3 | Operator norms | Dennis |
| §2.4 | Semicircle law | Marzieh |
| §2.5 | Free probability | Aram |
To edit this page: you need a wiki account. Contact Aram or Punya for this.
References
- Terry Tao. Topics in random matrix theory
- Concentration of measure
- Michel Talagrand. Concentration of measure and isoperimetric inequalities in product spaces, Publ. Math. I.H.E.S. 81, 1995, 73-203. arXiv:math/9406212
- Michel Ledoux. The Concentration of Measure Phenomenon, AMS 2001.
- The wikipedia entry.
- Free probability
- Alexandru Nica, Roland Speicher: Lectures on the Combinatorics of Free Probability. Cambridge University Press, 2006
- Roland Speicher. Combinatorics of free probability lecture notes, IHP, 1999.
- Applications
- The planted clique problem: S. Brubaker and S. Vempala. Random tensors and planted cliques, arXiv:0905.2381.
